nach oben

Erschienen in:

01.12.2023 | Original Article

Prediction of new polymetallic mineralization prospectivity zones using a combination of remote sensing, geology, and geochemistry data in the northeastern part of the Saghro inlier, Moroccan Anti-Atlas belt

verfasst von: Lahcen Ousaid, Mohamed El Amrani, Youssef Hahou, Mobarak Ben Atmane, Zineb Aafir, Khadija Diani, Said Courba, Aziza LamChaimech, Moulay Ahmed Ben Dris, Souhaila Abdou, Abdelhadi Ifliliss

Erschienen in: Environmental Earth Sciences | Ausgabe 24/2023

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config

KI-gestützte Suche

Aus

Abstract

In the Anti-Atlas belt, the Saghro massif stands out as the most promising area for exploring bases and precious metals. It serves as a noteworthy example of effectively utilizing various geological layers by employing fuzzy logic operators to predict new targets and identify potential mining zones in this region. This paper demonstrates the integration of geoscience datasets in a GIS system, enabling the identification of significant targets for mineral exploration. The geo-information layers utilized included Neoproterozoic acid volcanic and intrusive rocks, hydrothermal alterations, faults, zones of structural complexity, geochemical anomalies, and mineral occurrences. The results highlighted that the boundary between the Neoproterozoic basement and its Paleozoic cover presents a crucial target for discovering mineral deposits and identifying new polymetallic mineralization zones with significant mining potential. Eight favorable zones have been identified, indicating the presence of Cu–Ag–Pb polymetallic mineralization and Ag–Hg mineralization associated with the late Neoproterozoic acid volcanic rocks of the Ouarzazate group. The outcomes of this study are invaluable for mineral exploration, serving as essential guidance for mining prospectors and advanced metallogenic investigation programs in the northeastern part of the Moroccan Saghro massif.

Vorheriger Artikel Frost heave deformation and mechanism of canal with high groundwater table in seasonally frozen region

Nächster Artikel Study on mechanical properties and constitutive model for polycrystalline ice samples

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Abrams M, Yamaguchi Y (2019) Twenty years of ASTER contributions to lithologic mapping and mineral exploration. Remote Sens 11(11):1394. https://doi.org/10.3390/rs11111394CrossRef

Arlegui LE, Soriano MA (1998) Characterizing lineaments from satellite images and field studies in the Central Ebro Basin (NE Spain). Int J Remote Sens 19(16):3169–85. https://doi.org/10.1080/014311698214244CrossRef

Bahrami Y, Hassani H, Maghsoudi A (2021) Investigating the capabilities of multispectral remote sensors data to map alteration zones in the Abhar Area, NW Iran. Geosyst Eng 24(1):18–30. https://doi.org/10.1080/12269328.2018.1557083CrossRef

Bouabdellah M, Slack JF (2016) Mineral deposits of North Africa. Mineral resource reviews. Springer International Publishing, Cham. https://doi.org/10.1007/978-3-319-31733-5CrossRef

Brisebois D, Clark T, et al (2003) Géologie et ressources minérales de la partie est de la province de Grenville. Ressources naturelles, Faune et Parcs, Québec

Brown WM, Gedeon TD, Groves DI, Barnes RG (2000) Artificial neural networks: a new method for mineral prospectivity mapping. Aust J Earth Sci 47(4):757–70. https://doi.org/10.1046/j.1440-0952.2000.00807.xCrossRef

Carranza EJM (2009) Geochemical anomaly and mineral prospectivity mapping in GIS. Handbook of exploration and environmental geochemistry. 1st ed. v. 11. Elsevier, Amsterdam, Boston

Carranza EJM (2010) Mapping of anomalies in continuous and discrete fields of stream sediment geochemical landscapes. Geochem Explor Environ Anal 10(2):171–87. https://doi.org/10.1144/1467-7873/09-223CrossRef

Carranza EJM, Hale M (1997) A Catchment basin approach to the analysis of reconnaissance geochemical-geological data from Albay Province, Philippines. J Geochem Explor 60(2):157–71. https://doi.org/10.1016/S0375-6742(97)00032-0CrossRef

Chattoraj SL, Prasad G, Sharma RU, Champati Ray PK, Van Der Meer FD, Guha A, Beiranvand Pour A (2020) Integration of remote sensing, gravity and geochemical data for exploration of Cu-mineralization in Alwar Basin, Rajasthan, India. Int J Appl Earth Observ Geoinform 91(September):102162. https://doi.org/10.1016/j.jag.2020.102162CrossRef

Cheng Q (2007) Mapping singularities with stream sediment geochemical data for prediction of undiscovered mineral deposits in Gejiu, Yunnan Province, China. Ore Geol Rev 32(1):314–24. https://doi.org/10.1016/j.oregeorev.2006.10.002CrossRef

Cheng Q, Agterberg FP, Bonham-Carter GF (1996) A spatial analysis method for geochemical anomaly separation. J Geochem Explor 56(3):183–95. https://doi.org/10.1016/S0375-6742(96)00035-0CrossRef

Choubert G (1952) Géologie du Maroc. Fasc. I : Histoire géologique du domaine de l’Anti-Atlas. Notes et Mémoires du Service Géologique du Maroc. No. 100

Choubert G (1963) Histoire Géologique du Précambrien de l’Anti-Atlas. Notes et Mémoires du Service Géologique du Maroc, no. 162

Clark RN, King TVV, Klejwa M, Swayze GA, Vergo N (1990) High Spectral resolution reflectance spectroscopy of minerals. J Geophys Res Solid Earth 95(B8):12653–80. https://doi.org/10.1029/JB095iB08p12653CrossRef

Courba S, Hahou Y, Achmani J, Ouallali A, El Amrani M, Boudad L, Idrissi A et al (2023) Litho-structural and hydrothermal alteration mapping for mineral prospection in the Maider Basin of Morocco based on remote sensing and field investigations. Remote Sens Appl Soc Environ 31(August):100980. https://doi.org/10.1016/j.rsase.2023.100980CrossRef

Dakir I, Benamara A, Aassoumi H, Ouallali A, Ait Bahammou Y (2019) Application of induced polarization and resistivity to the determination of the location of metalliferous veins in the Taroucht and Tabesbaste areas (Eastern Anti-Atlas Morocco). Int J Geophys. https://doi.org/10.1155/2019/5849019CrossRef

Dal Piaz G, Malusà M, Schiavo A, Taj Eddine K, Algouti A, Benvenuti M, Eddebbi A, et al (2007) Carte géologique du Maroc au 1/50.000, feuille Taghazout. Notes et Mémoires du Service Géologique du Maroc, pp 519

Destombes S, Hollard H, Willefert S (1985) Lower Palaeozoic rocks of Morocco. Lower Palaeozoic of north-western and west-central Africa, pp 91–336

Du Dresnay R, Hindermeyer J, Emberger A, Caia J, Destombes S, Hollard H (1988) Carte géologique du Maroc au 1: 200 000, feuille Todgha –Maider.’ Notes et Mémoires du Service Géologique du Maroc. 243.

El Hmidi F, Chakiri S, Hafid M, Manar A, Bejjaji Z (2019) Electromagnetic survey to constraints ore mining exploration in the Eastern Anti-Atlas Belt (case of Imiter Inlier, Morocco): application of frequency electromagnetic helicopter-borne method. J Afr Earth Sci 150(February):595–606. https://doi.org/10.1016/j.jafrearsci.2018.09.014CrossRef

Ennih N, Liégeois JP (2008) The boundaries of the West African Craton, with special reference to the basement of the Moroccan metacratonic Anti-Atlas Belt. Geol Soc Lond Spec Publ 297(1):1–17. https://doi.org/10.1144/SP297.1CrossRef

Fatima K, Umar Khan Khattak M, Bakhsh Kausar A, Toqeer M, Haider N, Ur Rehman A (2017) Minerals identification and mapping using ASTER satellite image. J Appl Remote Sens 11(04):1. https://doi.org/10.1117/1.JRS.11.046006CrossRef

Gasquet D, Levresse G, Cheilletz A, Azizi-Samir MR, Mouttaqi A (2005) Contribution to a geodynamic reconstruction of the Anti-Atlas (Morocco) during Pan-African Times with the emphasis on inversion tectonics and metallogenic activity at the Precambrian-Cambrian transition. Precamb Res 140(3–4):157–82. https://doi.org/10.1016/j.precamres.2005.06.009CrossRef

Ghasemzadeh S, Maghsoudi A, Yousefi M, Mihalasky MJ (2019) Stream sediment geochemical data analysis for district-scale mineral exploration targeting: measuring the performance of the spatial U-statistic and C–A fractal modeling. Ore Geol Rev 113(October):103115. https://doi.org/10.1016/j.oregeorev.2019.103115CrossRef

Haldar SK (2018) Mineral explorations: principles and applications. Elsevier.

Hefferan K, Soulaimani A, Samson SD, Admou H, Inglis J, Saquaque A, Chaib L, Heywood N (2014) A reconsideration of pan african orogenic cycle in the anti-atlas mountains, Morocco. J Afr Earth Sci 98(October):34–46. https://doi.org/10.1016/j.jafrearsci.2014.03.007CrossRef

Hejja Y, Baidder L, Ibouh H, Nait Bba A, Soulaimani A, Gaouzi A, Maacha L (2020) Fractures distribution and basement-cover interaction in a polytectonic domain: a case study from the Saghro Massif (Eastern Anti-Atlas, Morocco). J Afr Earth Sci 162:103694. https://doi.org/10.1016/j.jafrearsci.2019.103694CrossRef

Hejja Y, Bourdier JL, Gaouzi A, Baidder L, Tuduri L, Ennaciri A, Zakir A, Maacha L, Zouhair M (2022) Lithostratigraphy and structural framework of the Ediacaran volcano-plutonic complex of the Imiter Ag–Hg mining district (Jbel Saghro, Anti-Atlas, Morocco). J Afri Earth Sci 196(December):104687. https://doi.org/10.1016/j.jafrearsci.2022.104687CrossRef

Hewson R, Cudahy T (2011) Issues affecting geological mapping with ASTER data: a case study of the Mt Fitton Area, South Australia. In: Ramachandran B, Justice CO, Abrams MJ (ed) Land remote sensing and global environmental change: NASA’s earth observing system and the science of ASTER and MODIS. 273–300. Remote Sensing and Digital Image Processing. Springer, New York. https://doi.org/10.1007/978-1-4419-6749-7_13

Hewson RD, Mah A, Dunne M (2003) Cudahy TJ (2003) Mapping mineralogical and structural relationships with satellite-borne ASTER and airborne geophysics at Broken Hill. ASEG Extend Abstr 2:1–4. https://doi.org/10.1071/ASEG2003ab072CrossRef

Hewson RD, Cudahy TJ, Mizuhiko S, Ueda K, Mauger AJ (2005) Seamless geological map generation using ASTER in the Broken Hill-Curnamona province of Australia. Remote Sens Environ Sci Results ASTER 99(1):159–72. https://doi.org/10.1016/j.rse.2005.04.025CrossRef

Hewson RD, Cudahy TJ, Drake-Brockman J, Meyers J, Hashemi A (2006) Mapping geology associated with manganese mineralisation using spectral sensing techniques at Woodie Woodie, East Pilbara. Explor Geophys 37(4):389–400. https://doi.org/10.1071/EG06389CrossRef

Hollard H, Choubert G, Bronner G, Marchand J, Sougy J (1985) Carte géologique du Maroc, Scale 1: 1 000 000. Notes et Mémoires du Service Géologique du Maroc 260(2).

Howarth RJ (1983) Regional geochemical mapping and its application to environmental studies. Appl Environ Geochem

Hung LQ, Ehlers M, Ulrich M, Batelaan O, De Smedt F (2005) Lineament extraction and analysis, comparison of LANDSAT ETM and ASTER imagery. Case study: Suoimuoi Tropical Karst catchment, Vietnam. Remote sensing for environmental monitoring, GIS applications, and geology V. Vol. 5983. SPIE, 2005. https://doi.org/10.1117/12.627699.

Lalor JH (1986) The olympic dam copper-uranium-gold deposit. Circum Pacific Council Publications, South Australia

Leblanc M, Lancelot JR (1980) Interprétation géodynamique du domaine pan-africain (Précambrien terminal) de l’Anti-Atlas (Maroc) à partir de données géologiques et géochronologiques. Canadian Journal of Earth Sciences. NRC Research Press Ottawa, Canada. https://doi.org/10.1139/e80-012.

Levresse G, Cheilletz A, Gasquet D, Reisberg L, Deloule E, Marty B, Kyser K (2004) Osmium, Sulphur, and helium isotopic results from the giant Neoproterozoic epithermal Imiter silver deposit, Morocco: evidence for a mantle source. Chem Geol 207:59–79. https://doi.org/10.1016/j.chemgeo.2004.02.004CrossRef

Levresse G, Bouabdellah M, Cheilletz A, Gasquet D, Maacha L, Tritlla J, Banks D, Azizi Samir MR (2016) Degassing as the main ore-forming process at the giant Imiter Ag–Hg vein deposit in the Anti-Atlas Mountains, Morocco. In: Bouabdellah M, Slack JF (ed) Mineral deposits of North Africa. 85–106. Mineral Resource Reviews. Springer International Publishing, Cham https://doi.org/10.1007/978-3-319-31733-5_2

Levresse G, Bouabdellah M, Gasquet D, Cheilletz A (2017) Basinal brines at the origin of the Imiter Ag-Hg deposit (Anti-Atlas, Morocco): evidence from LA-ICP-MS data on fluid inclusions, halogen signatures, and stable isotopes (H, C, O)—a discussion. Econ Geol 112(5):1269–72. https://doi.org/10.5382/econgeo.112.5.dis1CrossRef

Li C, Ma T, Shi J (2003) Application of a fractal method relating concentrations and distances for separation of geochemical anomalies from background. J Geochem Explor 77(2):167–75. https://doi.org/10.1016/S0375-6742(02)00276-5CrossRef

Lima A (2018) Evaluation of geochemical background at regional and local scales by fractal filtering technique: case studies in selected Italian Areas. In: De Vivo B, Belkin HE, Lima A (ed) Environmental geochemistry (Second Edition). Elsevier, Amsterdam, pp 115–32. https://doi.org/10.1016/B978-0-444-63763-5.00016-1

Lima A, De Vivo B, Cicchella D, Cortini M, Albanese S (2003) Multifractal IDW interpolation and fractal filtering method in environmental studies: an application on regional stream sediments of (Italy), Campania region. Appl Geochem 18:1853–65. https://doi.org/10.1016/S0883-2927(03)00083-0CrossRef

Lima A, Plant JA, De Vivo B, Tarvainen T, Albanese S, Cicchella D (2008) Interpolation methods for geochemical maps: A comparative study using arsenic data from European Stream Waters. Geochem Explorat Environ Anal 8(1):41–48. https://doi.org/10.1144/1467-7873/07-146CrossRef

Macheyeki AS, Peter Kafumu D, Liu X, Yuan F (2020) Applied geochemistry: advances in mineral exploration techniques. Elsevier, Amsterdam

Malusà M, Schiavo A, Taj Eddine K, Algouti A, Benvenuti M, Dal Piaz G, Eddebbi A, et al (2007) Notice explicative de la carte géologique du Maroc Au 1/50.000, Feuille Taghazout.’ Notes et Mémoires du Service Géologique du Maroc. 519 Bis.

Mamouch Y, Attou A, Miftah A, Ouchchen M, Dadi B, Moussaid A, Et-tayea Y, El Azmi M, Boualoul M (2023) Aeromagnetic data of the Kelâat M’Gouna Inlier (Jbel Saghro, Eastern Anti-Atlas, Morocco): geotectonic and mining implications. J Afr Earth Sci 197(January):104744. https://doi.org/10.1016/j.jafrearsci.2022.104744CrossRef

Marjoribanks R (2010) Geological methods in mineral exploration and mining. Springer, BerlinCrossRef

Mars JC, Rowan LC (2006) Regional mapping of phyllic- and argillic-altered rocks in the Zagros Magmatic Arc, Iran, using Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) data and logical operator algorithms. Geosphere 2(3):161–86. https://doi.org/10.1130/GES00044.1CrossRef

McClenaghan MB, Thorleifson LH, DiLabio RNW (2000) Till geochemical and indicator mineral methods in mineral exploration. Ore Geol Rev 16(3):145–66. https://doi.org/10.1016/S0169-1368(99)00028-1CrossRef

Meigoony MS, Afzal P, Gholinejad M, Yasrebi AB, Sadeghi B (2014) Delineation of geochemical anomalies using factor analysis and multifractal modeling based on stream sediments data in Sarajeh 1:100,000 Sheet, Central Iran. Arab J Geosci 7(12):5333–43. https://doi.org/10.1007/s12517-013-1074-3CrossRef

Miftah A, El Azzab D, Attou A, Manar A, Rachid A, Ramhy H (2018) Geochemical mapping of radioactive elements using helicopter-borne gamma-ray spectrometry (Tiouit, Eastern Anti-Atlas, Morocco): or occurrence and environmental impact. J Afr Sci 139:392–402. https://doi.org/10.1016/j.jafrearsci.2017.12.013CrossRef

Miftah A, El Azzab D, Attou A, Ouchchen M, Mamouch Y, Achkouch L, Soulaimani A, Soulaimani S, Manar A (2022) Mapping of favourable mining areas in the Tiouit area by multispectral remote sensing and airborne gamma-ray spectrometry coupled with geochemical data (Eastern Anti-Atlas, Morocco). Appl Earth Sci 131(3):149–66. https://doi.org/10.1080/25726838.2022.2089967CrossRef

Moon CJ, Whateley MKG, Evans AM (2006) Introduction to mineral exploration. Editon 2. Lackwell Publishing

Moradi M, Basiri S, Kananian A, Kabiri K (2015) Fuzzy logic modeling for hydrothermal gold mineralization mapping using geochemical, geological, ASTER imageries and other geo-data, a case study in Central Alborz Iran. Earth Sci Inform 8(1):197–205. https://doi.org/10.1007/s12145-014-0151-9CrossRef

Mouttaqi A, Rjimati EC, Maacha L, Michard A, Soulaimani A, Ibouh H (2011) Les principales mines du Maroc. Notes et Mémoires du Service Géologique du Maroc 9(564)

Nazarpour A, Omran NR, Paydar GP, Sadeghi B, Matroud F, Mehrabi Nejad A (2015) Application of classical statistics, logratio transformation and multifractal approaches to delineate geochemical anomalies in the Zarshuran gold district, NW Iran. Geochemistry 75:117–32. https://doi.org/10.1016/j.chemer.2014.11.002CrossRef

Nforba MT, Egbenchung KA, Berinyuy NL, Mimba ME, Tangko Tangko E, Kouankap Nono GD (2020) Statistical evaluation of stream sediment geochemical data from Tchangue-Bikoui drainage system: a regional perspective, Southern Cameroon. Geol Ecol Landsc. https://doi.org/10.1080/24749508.2020.1728023CrossRef

Nykänen V, Groves DI, Ojala VJ, Eilu P, Gardoll SJ (2008) Reconnaissance-scale conceptual fuzzy-logic prospectivity modelling for iron oxide copper–gold deposits in the Northern Fennoscandian Shield Finland. Aust J Earth Sci 55(1):25–38. https://doi.org/10.1080/08120090701581372CrossRef

O’Driscoll EST, Campbell BI (1996) Mineral deposits related to Australian continental ring and rift structures with some terrestrial and planetary analogies. Global Tect Metallogeny. https://doi.org/10.1127/gtm/6/1996/83CrossRef

Ousaid L, Hahou H, Admou H, Mouguina EM, Diani K, Ziyadi R, Aafir Z, Courba S, Lamchaimech A (2022) The Cu–Ag–Pb polymetallic mineralization of Agdim–Ait Elfersi Sector, North-Eastern part of the Saghro Massif, Morocco: geological setting, ore petrography and geochemistry. Iraqi Geol J. https://doi.org/10.46717/igj.55.1A.1Ms-2022-01-20

Pelleter E, Cheilletz A, Gasquet D, Mouttaqi A, Annich M, El Hakour A, Deloule E, Féraud G (2007) Hydrothermal zircons: a tool for Ion Microprobe U-Pb dating of gold mineralization (Tamlalt-Menhouhou Gold Deposit-Morocco). Chem Geol 245(3):135–61. https://doi.org/10.1016/j.chemgeo.2007.07.026CrossRef

Reimann C, Filzmoser P, Garrett RG (2005) Background and threshold: critical comparison of methods of determination. Sci Total Environ 346(1):1–16. https://doi.org/10.1016/j.scitotenv.2004.11.023CrossRef

Reimann C, Filzmoser P, Garrett R, Dutter R (2008) Statistical data analysis explained: applied environmental statistics with R. Wiley, ChichesterCrossRef

Rowan LC, Goetz AFH, Ashley RP (1977) Discrimination of hydrothermally altered and unaltered rocks in visible and near infrared multispectral images. Geophysics 42(3):522–35. https://doi.org/10.1190/1.1440723CrossRef

Rowan LC, Mars JC, Simpson CJ (2005) Lithologic mapping of the Mordor, NT, Australia ultramafic complex by using the advanced spaceborne thermal emission and reflection radiometer (ASTER). Remote Sens Environ 99(1–2):105–26. https://doi.org/10.1016/j.rse.2004.11.021CrossRef

Sarala P, Rossi S (2000) The application of till geochemistry in exploration in the Rogen Moraine Area at Petäjävaara, Northern Finland. J Geochem Explorat 68(1):87–104. https://doi.org/10.1016/S0375-6742(99)00060-6CrossRef

Seifert A, Česka GS (2013) Field Manual for Geochemical Exploration. Czech Geological Survey, Praque

Serrano-Guerrero J, Romero FP, Olivas JA (2021) Fuzzy logic applied to opinion mining: a review. Knowl Based Syst 222(June):107018. https://doi.org/10.1016/j.knosys.2021.107018CrossRef

Soulaimani A, Michard A, Ouanaimi H, Baidder L, Raddi Y, Saddiqi O, Rjimati EC (2014) Late Ediacaran-Cambrian structures and their reactivation during the variscan and alpine cycles in the Anti-Atlas (Morocco). J Afr Earth Sci 98(October):94–112. https://doi.org/10.1016/j.jafrearsci.2014.04.025CrossRef

Suzen ML, Toprak V (1998) Filtering of satellite images in geological lineament analyses: an application to a fault zone in central Turkey. Int J Remote Sens 19(6):1101–14. https://doi.org/10.1080/014311698215621CrossRef

Talih A, Aboussalam Z, Becker R, Saadi M, Benmlih A (2022) Stratigraphy and tectono-sedimentary processes of allochthonous and autochthonous Devonian deposits of the Tisdafine basin, Eastern Anti-Atlas. Morocco Bulletin De L’institut Scientifique 44(October):43–69

Thomas RJ, Chevallier LP, Gresse PG, Harmer RE, Eglington BM, Armstrong RA, De Beer CH et al (2002) Precambrian evolution of the Sirwa window, Anti-Atlas Orogen Morocco. Precamb Res 118(1):1–57. https://doi.org/10.1016/S0301-9268(02)00075-XCrossRef

Tuduri J, Chauvet A, Ennaciri A, Barbanson L (2006) Modèle de formation du gisement d’argent d’Imiter (Anti-Atlas oriental, Maroc). Nouveaux apports de l’analyse structurale et minéralogique. Comptes Rendus Geoscience 338(4): 253–61. https://doi.org/10.1016/j.crte.2005.11.010

Tuduri J, Chauvet A, Barbanson L, Bourdier JL, Labriki M, Ennaciri A, Badra L et al (2018) The Jbel Saghro Au (–Ag, Cu) and Ag–Hg Metallogenetic province: product of a long-lived ediacaran tectono-magmatic evolution in the Moroccan Anti-Atlas. Minerals 8(12):592. https://doi.org/10.3390/min8120592CrossRef

Yamaguchi Y, Naito C (2003) Spectral indices for lithologic discrimination and mapping by using the ASTER SWIR bands. Int J Remote Sens 24(22):4311–23. https://doi.org/10.1080/01431160110070320CrossRef

Yousefi M, Carranza EJM (2015) Fuzzification of continuous-value spatial evidence for mineral prospectivity mapping. Comput Geosci 74(January):97–109. https://doi.org/10.1016/j.cageo.2014.10.014CrossRef

Yousefi M, Carranza EJM (2017) Union score and fuzzy logic mineral prospectivity mapping using discretized and continuous spatial evidence values. J Afr Earth Sci GIS Based Min Potent Target 128(April):47–60. https://doi.org/10.1016/j.jafrearsci.2016.04.019CrossRef

Yousefi M, Nykänen V (2016) Data-driven logistic-based weighting of geochemical and geological evidence layers in mineral prospectivity mapping. J Geochem Explor Geoinform Appl Geochem 164(May):94–106. https://doi.org/10.1016/j.gexplo.2015.10.008CrossRef

Yousefi M, Kamkar-Rouhani A, Carranza EJM (2012) Geochemical Mineralization Probability Index (GMPI): a new approach to generate enhanced stream sediment geochemical evidential map for increasing probability of success in mineral potential mapping. J Geochem Explor 115(April):24–35. https://doi.org/10.1016/j.gexplo.2012.02.002CrossRef

Zadeh LA (1965) Fuzzy sets. Inst Elect Electron Eng InControl 8:338–353

Zhang N, Zhou K (2015) Mineral prospectivity mapping with weights of evidence and fuzzy logic methods. J Intell Fuzzy Syst 29(6):2639–51. https://doi.org/10.3233/IFS-151967CrossRef

Zhang T, Yi G, Li H, Wang Z, Tang J, Zhong K, Li Y, Wang Q, Bie X (2016) Integrating data of ASTER and Landsat-8 OLI (AO) for hydrothermal alteration mineral mapping in Duolong Porphyry Cu-Au deposit, Tibetan Plateau, China. Remote Sens. https://doi.org/10.3390/rs8110890CrossRef

Titel: Prediction of new polymetallic mineralization prospectivity zones using a combination of remote sensing, geology, and geochemistry data in the northeastern part of the Saghro inlier, Moroccan Anti-Atlas belt
verfasst von: Lahcen Ousaid
Mohamed El Amrani
Youssef Hahou
Mobarak Ben Atmane
Zineb Aafir
Khadija Diani
Said Courba
Aziza LamChaimech
Moulay Ahmed Ben Dris
Souhaila Abdou
Abdelhadi Ifliliss
Publikationsdatum: 01.12.2023
Verlag: Springer Berlin Heidelberg
Erschienen in: Environmental Earth Sciences / Ausgabe 24/2023
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI: https://doi.org/10.1007/s12665-023-11285-4

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Weitere Artikel der Ausgabe 24/2023

Fault stability analysis and its application in stress inversion quality assessment

Contrasting optical properties of dissolved organic matter in rivers around an antimony mine, Hunan Province, China: implications for antimony mobility

Purification of wastewater generated during the enrichment of potash ores

Response of surface soil microbial communities to heavy metals and soil properties for five different land-use types of Yellow River Delta

An integrated maximum safe slope angle analysis approach based on probabilistic kinematic and block theory for discontinuity-controlled rock slope instabilities: a transportation corridor case

Study on the salt weathering and mechanism of the Banyueshan Giant Buddha in Ziyang City, Sichuan Province, China